// RUN โ€” FITS

Can the NVIDIA H200 run AREX Base?

Yes โ€” here's how fast and up to what context, with real measured numbers.

AREX Base on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 19k 28.7-34.2 t/s ~0.2-0.3 (slow)
Q4 yes 183k 51.3-61.1 t/s ~0.4-0.5 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA H200 run AREX Base?โ–ถ

Yes. At Q4 it generates ~51.3-61.1 tok/s and fits up to 183k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.4-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 183k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.